An On-Chip Learning Accelerator for Spiking Neural Networks using STT-RAM Crossbar Arrays

Mathematics

• Spiking Neural Networks 100%
• Accelerator 76%
• Chip 71%
• Torque 68%
• Learning 50%
• Design 27%
• Spike 25%
• Hardware Accelerator 22%
• Router 16%
• High Throughput 15%
• Unit 15%
• Phase Change 15%
• High Performance 14%
• Training 11%
• Update 10%
• Communication 10%
• Logic 8%
• Cell 8%
• Framework 6%
• Estimate 5%

Engineering & Materials Science

• Random access storage 60%
• Particle accelerators 56%
• Torque 40%
• Neural networks 33%
• Data storage equipment 27%
• Phase change memory 15%
• RRAM 15%
• Computer peripheral equipment 14%
• Static random access storage 12%
• Routers 10%
• Neurons 10%
• Throughput 7%
• Computer hardware 6%
• Communication 5%